research-lookup

Route research queries to Parallel Chat API or Perplexity academic search.

1|Updated Mar 4, 2026

Search Tags:#research #routing #citations #perplexity #academic-search #dual-backend #parallel-chat

Ready to run

npx skills add https://github.com/Hung-3008/agusta --skill research-lookup-hung-3008

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: research-lookup
Source: https://github.com/Hung-3008/agusta/tree/main/.agents/skills/research-lookup
Command: npx skills add https://github.com/Hung-3008/agusta --skill research-lookup-hung-3008

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires requests, openai, and includes scripts (resource) components.

What problem does it solve?

Real-time research assistance often requires querying multiple backends and gathering vetted sources. This skill routes queries to the most suitable backend (Parallel Chat API by default or Perplexity's academic search) to return comprehensive, cited information with minimal user input.

Core Features & Use Cases

Automatic backend routing based on query intent (general vs academic)
Multi-source research reports with inline citations and source URLs
Supports batch queries and JSON output for programmatic reuse
Compatible with Claude Code integration for quick product/academic workflows

Quick Start

Run a query like 'Find papers on CRISPR' and let the tool auto-route to the best backend to return a structured, cited report.

Frequently Asked Questions about research-lookup

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I auto-route research queries to the best search backend?▼

To auto-route research queries, this Skill analyzes query intent and directs general questions to the Parallel Chat API while sending academic searches to Perplexity. It automatically selects the best backend to deliver cited information.

Do I need an API key to extract citations and run academic searches?▼

Yes, you need at least one API key to extract citations. You must configure either the PARALLEL_API_KEY for the primary backend or the OPENROUTER_API_KEY for the fallback to retrieve sourced information.

Can I use batch queries and get JSON output for programmatic research reports?▼

Yes, you can use batch queries and get JSON output for programmatic research reports. This Skill supports processing multiple queries and returning structured JSON for automated workflow integration.

What is the best way to find academic papers and verify literature using Perplexity?▼

The best way to find academic papers and verify literature is to submit your query and let the tool route it to Perplexity's academic search. This returns multi-source reports with inline citations and source URLs.

Does research-lookup work with Claude Code for product and academic workflows?▼

Yes, research-lookup is compatible with Claude Code integration. It supports quick product and academic workflows by routing queries to suitable backends and delivering structured, cited reports.